Operations | Monitoring | ITSM | DevOps | Cloud

GPU Cloud for non-AI workloads: Rendering, simulation, and scientific computing

The GPU cloud conversation over the last three years has been almost entirely captured by AI. Marketing pages talk about training, inference, and foundation models. Vendor announcements focus on which NVIDIA card fits which LLM. Reference customers are AI companies. The infrastructure decisions being made in the market are shaped by AI's specific requirements - high VRAM, fast interconnect, FP8 support, continuous utilization patterns.

How to Monitor Internet Uptime

Your ISP tells you your connection is up 99.9% of the time. Your users tell you the MS Teams video calls keep freezing. Both can be true at once, and that gap is exactly why you need to monitor Internet uptime yourself instead of taking your provider's word for it. This article covers what Internet uptime actually means, how to calculate it, what a good internet uptime SLA looks like, and how to monitor internet uptime with your own data so you're not stuck relying on your ISP's version of events.

Find, analyze, and collaborate on user sessions in Datadog Session Replay

Teams supporting user-facing applications rely on session replays to understand user friction. But resolving an issue or improving the user experience takes more than watching a replay. Engineers, product managers, and designers first need to find the right sessions to investigate, then quickly learn what happened at the key moments. Once they’ve investigated a replay, they need to share what they found across product, design, support, and engineering so that the right teams can act.

AI Provider Outages: An On Call Playbook

On the morning of August 5, 2026, a major AI provider went dark for roughly seven and a half hours, and thousands of engineering teams learned in real time what an AI provider outage actually costs them. Anthropic's Claude models returned elevated error rates and failed API requests starting around 3:00 AM Eastern, and applications that quietly route user traffic through a large language model suddenly had no model to route to. Chatbots stopped answering. Summarization pipelines stalled.

How to Reduce Photo File Size on iPhone: Easy-to-Follow Guide

Our iPhones now have the capability to take amazing, high-quality photos and videos, but they can quickly eat up your storage if you don’t know how to reduce photo size on iPhone, or how to compress a photo on iPhone. If your cloud storage runs out, you can use the methods in this article to free up the space on your phone or back up your photos on another private alternative to iCloud Photos, like Internxt Drive and Photos.

Enterprise Data Lineage for LoRA Policy Fleets

Enterprise reinforcement learning creates more than a training-data problem. It produces a chain of sensitive artifacts: task interactions, tool responses, evaluator judgments, rewards, checkpoints, LoRA weights, reports, and serving traces. When many policies share one foundation model, those artifacts may belong to different customers, workflows, or authorization boundaries even though they depend on the same base deployment.

The AI Technologies That Will Change Business Over the Next Five Years

Artificial intelligence is no longer viewed as an experimental technology reserved for large enterprises. It has become an essential business tool that helps organizations automate processes, analyze information, improve customer experiences, and make faster decisions. Over the next five years, AI will continue evolving beyond simple automation into systems capable of reasoning, collaborating, and independently managing increasingly complex workflows.

A Founder's Guide to Reddit Market Research Before Launching a Product

CB Insights' original, widely cited analysis of startup post-mortems found that "no market need" was the single most common cause of failure, showing up in 42% of the cases studied. Read together, the two studies - a decade apart, different sample sizes - land on the same conclusion: the most common startup failure isn't a funding problem or an execution problem. It's building something before confirming anyone urgently needed it.

Optimising IT Operations for Property Management Platforms

The property management industry has undergone a significant transformation, moving from paper-based ledgers and phone calls to sophisticated digital platforms. This shift places immense pressure on IT operations teams to ensure these platforms are reliable, secure and efficient. For modern property management to function effectively, the underlying technology must be reliable and consistently perform well.

Monitor your Amazon Bedrock workloads with Applications Manager

Organizations are increasingly integrating GenAI capabilities into their applications to deliver richer, more contextual user experiences—from AI-powered customer support and enterprise search to content generation, virtual assistants, and automated workflows. To build and scale these GenAI-powered experiences, they are turning to platforms such as Amazon Bedrock, which provides access to foundation models that developers can integrate into their applications.